Collaborative Artificial Neural Network Computing Platform Using In-Memory-Processing Technique

National Chiao Tung University  Prof. Tian-Sheuan Chang

計畫主持人:國立交通大學 電子工程學系張添烜教授


This project will develop a high energy and area efficient AI accelerator platform with in-memory computing, which automatically maps a software AI model to hardware platform, and is suitable for real time edge AI inference and training without cloud service. We will develop a brain-inspired in-memory computing architecture to implement AI edge nodes. Also, we will design deep learning algorithm and architecture to fully exploit the parallel processing and high density benefits of in-memory computing circuits and device to avoid high cost multiplier-accumulator.